7th IERE Webinar on AI Collaboration Project(2nd Round)

7th IERE Webinar on AI Collaboration Project (2nd Round)

» Presentation. & Video Data

Introduction

• In recent years, Artificial Intelligence (AI) technology has been developing rapidly. AI technology has widely supported our daily lives. The application of AI technology is also advancing in the field of the electric power industry. The purpose of this webinar is to share actual examples of AI applied technology development for solving problems in the field through joint research by IERE members.

Program

• Opening
• Project Outline
• Summary of Results
  • Object detection of pole mounted switches (Chubu EPCO & Chugoku EPCO)
  • T&D image object detection use cases (CLPRI & EPRI)
  • Predictive maintenance and health monitoring of underground cable (CRIEPI & Karachi Electric)
  • Load forecasting of feeder (NARI & Karachi Electric)
• Next Project

Q&A—Typical Questions

Watch the Video on the web for the detailed discussions!

(W-1) Object detection of pole mounted switches

• Do you have any promising SOTA models you plan to apply?
• How long does it take to detect bottom of switch from a single image by using AI?
• Can you please explain how to install into the actual test devices?

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(W-2) T&D image object detection use cases

• Have you ever quantitatively evaluated the relationship between accuracy of automatic detection and SN ratio of images?
• Can you please explain what does T&D mean?
• What is the image size for training AI?

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(W-3) Predictive maintenance and health monitoring of underground cable

• How to choose the attributes?

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(W-4) Load forecasting of feeder

• What model did you use?

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